Chaofan Xu

Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization

Deep image embedding aims at learning a convolutional neural network (CNN) based mapping function that maps an image to a feature vector. The embedding quality is usually evaluated by the performance in image search tasks. Since very few users bother to open the second page search results, top-k pre…